Topic summary
⁠91%1 analyzed article/video250 analyzed words
BS Summary: These Algorithm Bias results contain 27 faulty reasoning types, including Biased Writer Voice, Hasty Generalization, and Appeal to Emotion, with Negativity Bias as the most egregious example at 32.7% saturation with 327 hits. Analysis detected 2,006 faulty-reasoning hits from 1,000 analyzed words across 1 article, generating a BS Score of 7.4% and a BS Rank of ⁠91% (2,183 of 23,786 topics). This Algorithm Bias is worse (more manipulative) than 90.80% of the peer group.
Algorithm Bias
Topic details
Total words: 1,000
Article count: 1
Authors

Ranking context

Position among analyzed topics

91% percentile
025507510090.8% percentile
7.4% BS Score1 analyzed articles1K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 2.1%2.1%Biased Writer VoiceSitewide 5.3%Topic 20.9%20.9%Negativity BiasSitewide 19.2%Topic 32.7%32.7%Hasty GeneralizationSitewide 8.1%Topic 19.1%19.1%IndoctrinationSitewide 0.0%Topic 8.2%8.2%Unattributed QuoteSitewide 1.1%Topic 7.9%7.9%Burden of ProofSitewide 0.4%Topic 6.2%6.2%Appeal to AuthoritySitewide 11.1%Topic 5.3%5.3%AnecdotalSitewide 5.2%Topic 10.8%10.8%Post Hoc (False Cause)Sitewide 3.3%Topic 8.4%8.4%

Sitewide departure map

Above the diagonal means this profile uses the pattern more often

0.0%0.0%10%10%20%20%30%30%40%40%50%50%Negativity Bias: Topic 32.7%, sitewide 19.2%Framing Effect: Topic 2.1%, sitewide 26.9%Biased Writer Voice: Topic 20.9%, sitewide 5.3%Hasty Generalization: Topic 19.1%, sitewide 8.1%Appeal to Emotion: Topic 16.9%, sitewide 15.9%Appeal to Authority: Topic 5.3%, sitewide 11.1%Anecdotal: Topic 10.8%, sitewide 5.2%Availability Heuristic: Topic 8.9%, sitewide 9.1%Post Hoc (False Cause): Topic 8.4%, sitewide 3.3%Confirmation Bias: Topic 8.3%, sitewide 7.5%Indoctrination: Topic 8.2%, sitewide 0.0%Unattributed Quote: Topic 7.9%, sitewide 1.1%Burden of Proof: Topic 6.2%, sitewide 0.4%Pessimism Bias: Topic 5.4%, sitewide 1.9%Recency Bias: Topic 5.4%, sitewide 2.7%Ambiguity (Equivocation): Topic 5.3%, sitewide 0.8%Status Quo Bias: Topic 5.2%, sitewide 2.2%Representativeness Heuristic: Topic 5.0%, sitewide 1.9%Self-Serving Bias: Topic 3.4%, sitewide 3.7%False Dilemma: Topic 2.8%, sitewide 1.5%Bandwagon: Topic 2.6%, sitewide 2.2%Composition/Division: Topic 2.6%, sitewide 0.2%Begging the Question: Topic 2.2%, sitewide 1.7%Red Herring: Topic 2.1%, sitewide 0.7%Negativity BiasSitewide rateTopic rate

Analyzed articles and videos